Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment

Rui Xu, Yunke Wang, Yong Luo +1

Large Vision-Language Models (LVLMs) encode visual inputs as dense sequences of patch-level tokens to capture fine-grained semantics. These visual tokens often outnumber their text…